# HIDE CODE
import os
import sys
import nibabel as nib
import networkx as nx
import operator as op
from time import time
from pprint import pprint
from copy import deepcopy as dc
from os.path import join as pjoin
from myterial import orange, blue_grey
from IPython.display import display, IFrame, HTML
from matplotlib.colors import rgb2hex, to_rgb
import matplotlib.pyplot as plt
import seaborn as sns
# set style & no interpolalation
import matplotlib
matplotlib.rcParams['image.interpolation'] = 'none'
sns.set_style('whitegrid')
# tmp & extras dir
git_dir = pjoin(os.environ['HOME'], 'Dropbox/git')
tmp_dir = pjoin(git_dir, 'jb-Ca-fMRI/tmp')
extras_dir = pjoin(git_dir, 'jb-Ca-fMRI/_extras')
# GitHub
sys.path.insert(0, pjoin(git_dir, 'Ca-fMRI'))
from register.register import *
from analysis.cluster import Clusters
from analysis.hierarchical import *
from analysis.network import *
from utils.plotting import *
from utils.render import *
from model.mouse import Mice
from model.configuration import Config
# warnings
import warnings
warnings.filterwarnings('ignore', category=DeprecationWarning)
Register¶
register_anat_data()
sub-SLC01_ses-1, best rel mi: 0.444
sub-SLC01_ses-2, best rel mi: 0.45
sub-SLC01_ses-3, best rel mi: 0.446
sub-SLC02_ses-1, best rel mi: 0.443
sub-SLC02_ses-2, best rel mi: 0.442
sub-SLC02_ses-3, best rel mi: 0.453
sub-SLC03_ses-1, best rel mi: 0.435
sub-SLC03_ses-2, best rel mi: 0.445
sub-SLC03_ses-3, best rel mi: 0.444
sub-SLC04_ses-1, best rel mi: 0.459
sub-SLC04_ses-2, best rel mi: 0.47
sub-SLC04_ses-3, best rel mi: 0.463
sub-SLC05_ses-1, best rel mi: 0.437
sub-SLC05_ses-2, best rel mi: 0.432
sub-SLC05_ses-3, best rel mi: 0.435
sub-SLC06_ses-1, best rel mi: 0.451
sub-SLC06_ses-2, best rel mi: 0.431
sub-SLC06_ses-3, best rel mi: 0.447
sub-SLC07_ses-1, best rel mi: 0.435
sub-SLC07_ses-2, best rel mi: 0.451
sub-SLC07_ses-3, best rel mi: 0.433
sub-SLC08_ses-1, best rel mi: 0.447
sub-SLC08_ses-2, best rel mi: 0.44
sub-SLC08_ses-3, best rel mi: 0.439
sub-SLC09_ses-1, best rel mi: 0.454
sub-SLC09_ses-2, best rel mi: 0.464
sub-SLC09_ses-3, best rel mi: 0.459
sub-SLC10_ses-1, best rel mi: 0.446
sub-SLC10_ses-2, best rel mi: 0.438
sub-SLC10_ses-3, best rel mi: 0.404
Visually inspect results¶
fixed = reset_ants_img(load_allen()['template'])
for key, anat in Mice(load_preproc=True).T1w.items():
moving = anat.get_data()
moving = reorient_arr(moving)
moving = reset_ants_img(moving)
warped_file = next(x for x in os.listdir(Config().warped_dir) if key in x)
warped = ants.image_read(pjoin(Config().warped_dir, warped_file))
print(key)
_ = plot_registration(
fixed=fixed,
moving=moving,
warped=warped,
sup=False,
figsize=(4, 4.5),
)
print('\n\n\n')
sub-SLC01_ses-1
sub-SLC01_ses-2
sub-SLC01_ses-3
sub-SLC02_ses-1
sub-SLC02_ses-2
sub-SLC02_ses-3
sub-SLC03_ses-1
sub-SLC03_ses-2
sub-SLC03_ses-3
sub-SLC04_ses-1
sub-SLC04_ses-2
sub-SLC04_ses-3
sub-SLC05_ses-1
sub-SLC05_ses-2
sub-SLC05_ses-3
sub-SLC06_ses-1
sub-SLC06_ses-2
sub-SLC06_ses-3
sub-SLC07_ses-1
sub-SLC07_ses-2
sub-SLC07_ses-3
sub-SLC08_ses-1
sub-SLC08_ses-2
sub-SLC08_ses-3
sub-SLC09_ses-1
sub-SLC09_ses-2
sub-SLC09_ses-3
sub-SLC10_ses-1
sub-SLC10_ses-2
sub-SLC10_ses-3
Organize Func data¶
for n in [32, 64, 128, 256, 512, 1024]:
organize_func_data(Mice(Config(n), load_preproc=True))
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-2_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC02_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-1_run-2_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-1_run-3_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-1_run-4_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-1_run-5_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-1_run-6_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-1_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC03_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC04_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC04_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC04_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC04_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC04_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC04_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC04_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC04_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC04_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC04_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC04_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
[PROGRESS] 'sub-SLC04_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
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[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32/bold
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[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-32
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
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[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
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[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
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[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64/masks
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Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-64
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
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Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-128
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
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[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-256/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-256/masks
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[PROGRESS] 'sub-SLC07_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-256/bold
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[PROGRESS] 'sub-SLC07_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-256/bold
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[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-256/bold
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Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-256
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
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[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/masks
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[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/masks
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[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
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[PROGRESS] 'sub-SLC08_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
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[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
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[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
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[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
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[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
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[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-512
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
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[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
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[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
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[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
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[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
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[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
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[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-1024
for n in [100, 200, 300, 400, 500, 600, 700, 800, 900]:
organize_func_data(Mice(Config(n), load_preproc=True))
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC03_ses-1_run-2_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC03_ses-1_run-3_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC03_ses-1_run-4_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC03_ses-1_run-5_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC03_ses-1_run-6_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC03_ses-1_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC03_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC03_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC03_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
[PROGRESS] 'sub-SLC03_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
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[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
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[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
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[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100/bold
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[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-100
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300
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[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/masks
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[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/masks
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[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/masks
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[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/masks
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[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/masks
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[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/bold
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[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/bold
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[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-300
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400
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[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
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[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
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[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
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[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400/bold
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[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-400
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-600
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[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-600/masks
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[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-600/masks
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[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-600/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-600/masks
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Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-600
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
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[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-700/masks
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[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-700/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-700/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-700/masks
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[PROGRESS] 'sub-SLC07_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-700/bold
[PROGRESS] 'sub-SLC07_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-700/bold
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[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-700/bold
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[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-700
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-700
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800
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[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/masks
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[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/masks
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[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/masks
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[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/masks
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[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/masks
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[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
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[PROGRESS] 'sub-SLC08_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
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[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
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[PROGRESS] 'sub-SLC08_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
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[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
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[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-800
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/bold
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[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/bold
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[PROGRESS] 'sub-SLC02_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/bold
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[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900/bold
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[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-900
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
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organize_func_data(Mice(Config(500), load_preproc=True))
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[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-500
organize_func_data(Mice(Config(2048), load_preproc=True))
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
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[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
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[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/kmeans-2048/bold
Symmetrized¶
for n in [64, 128, 256, 512, 1024]:
organize_func_data(Mice(Config(n), load_preproc=True))
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-1_run-2_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-1_run-3_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-1_run-4_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-1_run-5_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-1_run-6_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-1_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-64/bold
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Warning! NaN detected: sub, ses, run = 8, 1, 1
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[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/masks
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[PROGRESS] 'sub-SLC08_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC08_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC08_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC08_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC08_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-128
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
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[PROGRESS] 'sub-SLC07_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
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[PROGRESS] 'sub-SLC07_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC07_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC07_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC07_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC07_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC07_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC07_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC07_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC07_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-256
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
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[PROGRESS] 'sub-SLC06_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC06_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC06_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC06_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC06_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC06_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC06_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC06_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC06_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC06_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-512
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-2_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC02_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-1_run-2_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-1_run-3_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-1_run-4_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-1_run-5_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-1_run-6_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-1_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC03_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC04_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC04_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC04_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC04_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC04_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC04_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC04_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC04_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
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[PROGRESS] 'sub-SLC04_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC04_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
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[PROGRESS] 'sub-SLC04_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC04_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
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[PROGRESS] 'sub-SLC05_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
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[PROGRESS] 'sub-SLC05_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
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[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-1024
for n in [100, 200, 300, 400, 500, 600, 700, 800, 900]:
organize_func_data(Mice(Config(n), load_preproc=True))
print('-' * 50)
print('-' * 50)
print('\n\n\n')
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-2_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC02_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-1_run-2_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-1_run-3_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-1_run-4_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-1_run-5_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-1_run-6_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-1_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC03_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC04_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC04_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC04_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC04_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC04_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC04_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC04_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
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[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-100
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Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-2_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC02_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC03_ses-1_run-2_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC03_ses-1_run-3_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC03_ses-1_run-4_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC03_ses-1_run-5_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC03_ses-1_run-6_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
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[PROGRESS] 'sub-SLC08_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC08_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC08_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC08_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC08_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC08_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC08_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC08_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-200
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Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
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[PROGRESS] 'sub-SLC07_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC07_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC07_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC07_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC07_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC07_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC07_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC07_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC07_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC07_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC07_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC07_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC07_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-300
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Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
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[PROGRESS] 'sub-SLC06_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC06_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC07_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-400
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Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
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[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
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[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
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[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
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[PROGRESS] 'sub-SLC02_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-2_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC02_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-1_run-2_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-1_run-3_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-1_run-4_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-1_run-5_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-1_run-6_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-1_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC03_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC04_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC04_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC04_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC04_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC04_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
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[PROGRESS] 'sub-SLC04_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC04_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
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[PROGRESS] 'sub-SLC04_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
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[PROGRESS] 'sub-SLC05_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
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[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-500
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Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-2_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC02_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-1_run-2_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-1_run-3_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-1_run-4_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-1_run-5_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-1_run-6_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-1_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC03_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC04_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC04_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC04_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC04_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC04_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC04_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
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[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-600
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Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-2_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC02_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC03_ses-1_run-2_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC03_ses-1_run-3_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC03_ses-1_run-4_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC03_ses-1_run-5_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
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[PROGRESS] 'sub-SLC08_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC08_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC08_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC08_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC08_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC08_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC08_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC08_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC08_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-700
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Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
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[PROGRESS] 'sub-SLC07_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC07_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-800
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Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
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[PROGRESS] 'sub-SLC06_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC06_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC07_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-global_parcel-spatial-sym_n-900
--------------------------------------------------
--------------------------------------------------
No normalization¶
for n in [64, 128, 256, 512, 1024]:
organize_func_data(Mice(Config(n, normalization='none'), load_preproc=True))
print('-' * 50)
print('-' * 50)
print('\n\n\n')
Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-2_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC02_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-1_run-2_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-1_run-3_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-1_run-4_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-1_run-5_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-1_run-6_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-1_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC03_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC04_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC05_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC05_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC05_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
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[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-64
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Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-2_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC02_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-1_run-2_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-1_run-3_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-1_run-4_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-1_run-5_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-1_run-6_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-1_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC03_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC04_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC04_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC04_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC04_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
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[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-128
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Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-2_run-7_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC02_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC03_ses-1_run-2_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC03_ses-1_run-3_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
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[PROGRESS] 'sub-SLC08_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-256
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Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC03_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC03_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC04_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC04_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC04_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC05_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC05_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC05_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC06_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC06_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC06_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC07_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC07_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC07_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC08_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC08_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC08_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC09_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC09_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC09_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC10_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC10_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC10_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/masks
[PROGRESS] 'sub-SLC01_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC01_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC02_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
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[PROGRESS] 'sub-SLC07_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC07_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC08_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC09_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-1_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-2_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-1_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-2_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-3_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-4_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-5_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-6_task-led_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'sub-SLC10_ses-3_run-7_task-rest_space-CCF_desc-proc_bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512/bold
[PROGRESS] 'bold.df' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512
Warning! NaN detected: sub, ses, run = 8, 1, 1
Warning! NaN detected: sub, ses, run = 10, 2, 1
[PROGRESS] 'bold.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-512
--------------------------------------------------
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Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: https://intelpython.github.io/daal4py/sklearn.html
allen mouse atlas (res. 100um)
From: http://www.brain-map.org (Wang et al 2020, https://doi.org/10.1016/j.cell.2020.04.007 )
[PROGRESS] 'parcellation.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-1024
[PROGRESS] 'parcellation_2d.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-1024
[PROGRESS] 'sub-SLC01_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC01_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC01_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC02_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC02_ses-2_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC02_ses-3_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-1024/masks
[PROGRESS] 'sub-SLC03_ses-1_space-CCF_atlas3d-inv.npy' saved at /home/hadi/Documents/Ca-fMRI/processed/norm-none_parcel-spatial-sym_n-1024/masks
for n in [100, 200, 300, 400, 500, 600, 700, 800, 900]:
organize_func_data(Mice(Config(n, normalization='none'), load_preproc=True))
print('-' * 50)
print('-' * 50)
print('\n\n\n')